Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 7400 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 160.0 B |
Variable types
| NUM | 19 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-25 01:47:10.413799 |
|---|---|
| Analysis finished | 2020-08-25 01:48:10.279095 |
| Duration | 59.87 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
A1
Real number (ℝ)
| Distinct count | 3739 |
|---|---|
| Unique (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.82635135135135 |
|---|---|
| Minimum | -6879.0 |
| Maximum | 6285.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -6879 |
|---|---|
| 5-th percentile | -2433.15 |
| Q1 | -495 |
| median | 159 |
| Q3 | 1072 |
| 95-th percentile | 2604.1 |
| Maximum | 6285 |
| Range | 13164 |
| Interquartile range (IQR) | 1567 |
Descriptive statistics
| Standard deviation | 1486.408003 |
|---|---|
| Coefficient of variation (CV) | 7.017106197 |
| Kurtosis | 1.351919458 |
| Mean | 211.8263514 |
| Median Absolute Deviation (MAD) | 792 |
| Skewness | -0.2301444828 |
| Sum | 1567515 |
| Variance | 2209408.75 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 13 | 0.2% | |
| 22 | 11 | 0.1% | |
| 139 | 11 | 0.1% | |
| 57 | 10 | 0.1% | |
| -6 | 10 | 0.1% | |
| 4 | 10 | 0.1% | |
| 94 | 10 | 0.1% | |
| 32 | 10 | 0.1% | |
| -26 | 9 | 0.1% | |
| -96 | 9 | 0.1% | |
| 82 | 9 | 0.1% | |
| 47 | 9 | 0.1% | |
| 38 | 9 | 0.1% | |
| 2 | 9 | 0.1% | |
| -4 | 9 | 0.1% | |
| 44 | 9 | 0.1% | |
| 562 | 8 | 0.1% | |
| 476 | 8 | 0.1% | |
| 21 | 8 | 0.1% | |
| 214 | 8 | 0.1% | |
| 194 | 8 | 0.1% | |
| 68 | 8 | 0.1% | |
| -32 | 8 | 0.1% | |
| 111 | 8 | 0.1% | |
| 178 | 8 | 0.1% | |
| Other values (3714) | 7171 | 96.9% |
| Value | Count | Frequency (%) | |
| -6879 | 1 | < 0.1% | |
| -6366 | 1 | < 0.1% | |
| -6168 | 1 | < 0.1% | |
| -5793 | 1 | < 0.1% | |
| -5776 | 1 | < 0.1% | |
| -5761 | 1 | < 0.1% | |
| -5488 | 1 | < 0.1% | |
| -5483 | 1 | < 0.1% | |
| -5373 | 1 | < 0.1% | |
| -5354 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6285 | 1 | < 0.1% | |
| 6073 | 1 | < 0.1% | |
| 5935 | 1 | < 0.1% | |
| 5794 | 1 | < 0.1% | |
| 5742 | 1 | < 0.1% | |
| 5716 | 1 | < 0.1% | |
| 5577 | 1 | < 0.1% | |
| 5561 | 1 | < 0.1% | |
| 5497 | 1 | < 0.1% | |
| 5412 | 1 | < 0.1% |
A18
Real number (ℝ)
| Distinct count | 3787 |
|---|---|
| Unique (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.54918918918918 |
|---|---|
| Minimum | -8778.0 |
| Maximum | 6896.0 |
| Zeros | 6 |
| Zeros (%) | 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -8778 |
|---|---|
| 5-th percentile | -2557.05 |
| Q1 | -548.75 |
| median | 146 |
| Q3 | 1066.25 |
| 95-th percentile | 2574.25 |
| Maximum | 6896 |
| Range | 15674 |
| Interquartile range (IQR) | 1615 |
Descriptive statistics
| Standard deviation | 1531.044344 |
|---|---|
| Coefficient of variation (CV) | 8.672055367 |
| Kurtosis | 1.59916375 |
| Mean | 176.5491892 |
| Median Absolute Deviation (MAD) | 825.5 |
| Skewness | -0.2404826215 |
| Sum | 1306464 |
| Variance | 2344096.782 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 18 | 12 | 0.2% | |
| 7 | 12 | 0.2% | |
| 14 | 11 | 0.1% | |
| 62 | 11 | 0.1% | |
| 3 | 10 | 0.1% | |
| 5 | 10 | 0.1% | |
| 1298 | 9 | 0.1% | |
| -56 | 9 | 0.1% | |
| 83 | 9 | 0.1% | |
| 11 | 9 | 0.1% | |
| -101 | 9 | 0.1% | |
| -68 | 9 | 0.1% | |
| -47 | 8 | 0.1% | |
| -4 | 8 | 0.1% | |
| 2 | 8 | 0.1% | |
| 16 | 8 | 0.1% | |
| 36 | 8 | 0.1% | |
| 74 | 8 | 0.1% | |
| 34 | 8 | 0.1% | |
| 43 | 8 | 0.1% | |
| 78 | 8 | 0.1% | |
| 228 | 8 | 0.1% | |
| -3 | 8 | 0.1% | |
| 589 | 8 | 0.1% | |
| 49 | 8 | 0.1% | |
| Other values (3762) | 7176 | 97.0% |
| Value | Count | Frequency (%) | |
| -8778 | 1 | < 0.1% | |
| -7444 | 1 | < 0.1% | |
| -7277 | 1 | < 0.1% | |
| -6305 | 1 | < 0.1% | |
| -6299 | 1 | < 0.1% | |
| -5943 | 1 | < 0.1% | |
| -5683 | 1 | < 0.1% | |
| -5458 | 1 | < 0.1% | |
| -5401 | 1 | < 0.1% | |
| -5312 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6896 | 1 | < 0.1% | |
| 6811 | 1 | < 0.1% | |
| 6522 | 1 | < 0.1% | |
| 6382 | 1 | < 0.1% | |
| 6223 | 1 | < 0.1% | |
| 6086 | 1 | < 0.1% | |
| 6036 | 1 | < 0.1% | |
| 5805 | 1 | < 0.1% | |
| 5779 | 1 | < 0.1% | |
| 5664 | 1 | < 0.1% |
A16
Real number (ℝ)
| Distinct count | 3797 |
|---|---|
| Unique (%) | 51.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206.32121621621621 |
|---|---|
| Minimum | -7121.0 |
| Maximum | 6905.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7121 |
|---|---|
| 5-th percentile | -2467.3 |
| Q1 | -546 |
| median | 156 |
| Q3 | 1085.5 |
| 95-th percentile | 2616.05 |
| Maximum | 6905 |
| Range | 14026 |
| Interquartile range (IQR) | 1631.5 |
Descriptive statistics
| Standard deviation | 1522.524855 |
|---|---|
| Coefficient of variation (CV) | 7.379390655 |
| Kurtosis | 1.563147451 |
| Mean | 206.3212162 |
| Median Absolute Deviation (MAD) | 829.5 |
| Skewness | -0.2308806268 |
| Sum | 1526777 |
| Variance | 2318081.933 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5 | 14 | 0.2% | |
| 6 | 12 | 0.2% | |
| -1 | 11 | 0.1% | |
| 94 | 10 | 0.1% | |
| 2 | 9 | 0.1% | |
| 54 | 9 | 0.1% | |
| 39 | 9 | 0.1% | |
| -49 | 9 | 0.1% | |
| 126 | 9 | 0.1% | |
| 129 | 8 | 0.1% | |
| 143 | 8 | 0.1% | |
| 46 | 8 | 0.1% | |
| 124 | 8 | 0.1% | |
| 137 | 8 | 0.1% | |
| 17 | 8 | 0.1% | |
| 172 | 8 | 0.1% | |
| 62 | 8 | 0.1% | |
| 53 | 8 | 0.1% | |
| -89 | 8 | 0.1% | |
| 114 | 8 | 0.1% | |
| -3 | 8 | 0.1% | |
| -32 | 8 | 0.1% | |
| 388 | 8 | 0.1% | |
| 684 | 8 | 0.1% | |
| 14 | 8 | 0.1% | |
| Other values (3772) | 7180 | 97.0% |
| Value | Count | Frequency (%) | |
| -7121 | 1 | < 0.1% | |
| -6779 | 1 | < 0.1% | |
| -6662 | 1 | < 0.1% | |
| -6479 | 1 | < 0.1% | |
| -6244 | 1 | < 0.1% | |
| -5908 | 1 | < 0.1% | |
| -5856 | 1 | < 0.1% | |
| -5819 | 1 | < 0.1% | |
| -5735 | 1 | < 0.1% | |
| -5721 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6905 | 1 | < 0.1% | |
| 6465 | 1 | < 0.1% | |
| 6403 | 1 | < 0.1% | |
| 6398 | 1 | < 0.1% | |
| 6225 | 1 | < 0.1% | |
| 6096 | 1 | < 0.1% | |
| 5918 | 1 | < 0.1% | |
| 5853 | 1 | < 0.1% | |
| 5759 | 1 | < 0.1% | |
| 5743 | 1 | < 0.1% |
A2
Real number (ℝ)
| Distinct count | 3779 |
|---|---|
| Unique (%) | 51.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 225.8222972972973 |
|---|---|
| Minimum | -7141.0 |
| Maximum | 6921.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7141 |
|---|---|
| 5-th percentile | -2362 |
| Q1 | -518 |
| median | 173 |
| Q3 | 1109 |
| 95-th percentile | 2612.05 |
| Maximum | 6921 |
| Range | 14062 |
| Interquartile range (IQR) | 1627 |
Descriptive statistics
| Standard deviation | 1499.317022 |
|---|---|
| Coefficient of variation (CV) | 6.639366615 |
| Kurtosis | 1.464640642 |
| Mean | 225.8222973 |
| Median Absolute Deviation (MAD) | 825.5 |
| Skewness | -0.1674125663 |
| Sum | 1671085 |
| Variance | 2247951.531 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 14 | 17 | 0.2% | |
| -14 | 12 | 0.2% | |
| 1 | 12 | 0.2% | |
| 68 | 10 | 0.1% | |
| -58 | 10 | 0.1% | |
| 12 | 10 | 0.1% | |
| 16 | 10 | 0.1% | |
| 298 | 10 | 0.1% | |
| 47 | 9 | 0.1% | |
| -1 | 9 | 0.1% | |
| -59 | 9 | 0.1% | |
| 61 | 9 | 0.1% | |
| -8 | 9 | 0.1% | |
| 9 | 8 | 0.1% | |
| -104 | 8 | 0.1% | |
| -178 | 8 | 0.1% | |
| 38 | 8 | 0.1% | |
| 7 | 8 | 0.1% | |
| 82 | 8 | 0.1% | |
| -66 | 8 | 0.1% | |
| -61 | 8 | 0.1% | |
| 116 | 8 | 0.1% | |
| 234 | 7 | 0.1% | |
| 76 | 7 | 0.1% | |
| 124 | 7 | 0.1% | |
| Other values (3754) | 7171 | 96.9% |
| Value | Count | Frequency (%) | |
| -7141 | 1 | < 0.1% | |
| -6742 | 1 | < 0.1% | |
| -6006 | 1 | < 0.1% | |
| -6002 | 1 | < 0.1% | |
| -5861 | 1 | < 0.1% | |
| -5856 | 1 | < 0.1% | |
| -5805 | 1 | < 0.1% | |
| -5794 | 1 | < 0.1% | |
| -5792 | 1 | < 0.1% | |
| -5495 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6921 | 1 | < 0.1% | |
| 6714 | 1 | < 0.1% | |
| 6173 | 1 | < 0.1% | |
| 5889 | 1 | < 0.1% | |
| 5832 | 1 | < 0.1% | |
| 5796 | 1 | < 0.1% | |
| 5789 | 1 | < 0.1% | |
| 5756 | 1 | < 0.1% | |
| 5701 | 1 | < 0.1% | |
| 5688 | 1 | < 0.1% |
A9
Real number (ℝ)
| Distinct count | 3765 |
|---|---|
| Unique (%) | 50.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.04135135135135 |
|---|---|
| Minimum | -7184.0 |
| Maximum | 7487.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7184 |
|---|---|
| 5-th percentile | -2538.4 |
| Q1 | -523.25 |
| median | 157 |
| Q3 | 1069 |
| 95-th percentile | 2622.1 |
| Maximum | 7487 |
| Range | 14671 |
| Interquartile range (IQR) | 1592.25 |
Descriptive statistics
| Standard deviation | 1534.871303 |
|---|---|
| Coefficient of variation (CV) | 8.206053324 |
| Kurtosis | 1.524277447 |
| Mean | 187.0413514 |
| Median Absolute Deviation (MAD) | 817 |
| Skewness | -0.2640798647 |
| Sum | 1384106 |
| Variance | 2355829.917 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 14 | 0.2% | |
| 27 | 12 | 0.2% | |
| 2 | 12 | 0.2% | |
| -27 | 12 | 0.2% | |
| 12 | 11 | 0.1% | |
| 61 | 11 | 0.1% | |
| 28 | 11 | 0.1% | |
| 17 | 10 | 0.1% | |
| 4 | 10 | 0.1% | |
| 168 | 10 | 0.1% | |
| 43 | 9 | 0.1% | |
| -1 | 9 | 0.1% | |
| 8 | 9 | 0.1% | |
| 6 | 9 | 0.1% | |
| 64 | 9 | 0.1% | |
| 88 | 9 | 0.1% | |
| 11 | 8 | 0.1% | |
| 34 | 8 | 0.1% | |
| 16 | 8 | 0.1% | |
| 182 | 8 | 0.1% | |
| 326 | 8 | 0.1% | |
| 254 | 8 | 0.1% | |
| 1596 | 8 | 0.1% | |
| 22 | 8 | 0.1% | |
| -2 | 8 | 0.1% | |
| Other values (3740) | 7161 | 96.8% |
| Value | Count | Frequency (%) | |
| -7184 | 1 | < 0.1% | |
| -6905 | 1 | < 0.1% | |
| -6591 | 1 | < 0.1% | |
| -6279 | 1 | < 0.1% | |
| -6226 | 1 | < 0.1% | |
| -5922 | 1 | < 0.1% | |
| -5894 | 1 | < 0.1% | |
| -5792 | 1 | < 0.1% | |
| -5781 | 1 | < 0.1% | |
| -5717 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7487 | 1 | < 0.1% | |
| 6278 | 1 | < 0.1% | |
| 6169 | 1 | < 0.1% | |
| 6082 | 1 | < 0.1% | |
| 5821 | 1 | < 0.1% | |
| 5813 | 1 | < 0.1% | |
| 5762 | 1 | < 0.1% | |
| 5459 | 1 | < 0.1% | |
| 5378 | 1 | < 0.1% | |
| 5358 | 1 | < 0.1% |
A6
Real number (ℝ)
| Distinct count | 3774 |
|---|---|
| Unique (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 200.82054054054055 |
|---|---|
| Minimum | -6946.0 |
| Maximum | 6743.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -6946 |
|---|---|
| 5-th percentile | -2514.15 |
| Q1 | -522 |
| median | 151 |
| Q3 | 1080 |
| 95-th percentile | 2636.1 |
| Maximum | 6743 |
| Range | 13689 |
| Interquartile range (IQR) | 1602 |
Descriptive statistics
| Standard deviation | 1512.850454 |
|---|---|
| Coefficient of variation (CV) | 7.533345195 |
| Kurtosis | 1.351206913 |
| Mean | 200.8205405 |
| Median Absolute Deviation (MAD) | 810 |
| Skewness | -0.2431208242 |
| Sum | 1486072 |
| Variance | 2288716.497 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 29 | 13 | 0.2% | |
| 9 | 12 | 0.2% | |
| 134 | 11 | 0.1% | |
| 12 | 11 | 0.1% | |
| -14 | 10 | 0.1% | |
| 4 | 10 | 0.1% | |
| 8 | 10 | 0.1% | |
| 7 | 9 | 0.1% | |
| -276 | 9 | 0.1% | |
| -7 | 9 | 0.1% | |
| -26 | 9 | 0.1% | |
| 2 | 9 | 0.1% | |
| 97 | 9 | 0.1% | |
| 71 | 8 | 0.1% | |
| 52 | 8 | 0.1% | |
| 194 | 8 | 0.1% | |
| 91 | 8 | 0.1% | |
| -5 | 8 | 0.1% | |
| -216 | 8 | 0.1% | |
| 48 | 8 | 0.1% | |
| -4 | 8 | 0.1% | |
| -418 | 8 | 0.1% | |
| 958 | 8 | 0.1% | |
| 11 | 8 | 0.1% | |
| -1 | 8 | 0.1% | |
| Other values (3749) | 7173 | 96.9% |
| Value | Count | Frequency (%) | |
| -6946 | 1 | < 0.1% | |
| -6682 | 1 | < 0.1% | |
| -6325 | 1 | < 0.1% | |
| -5838 | 1 | < 0.1% | |
| -5826 | 1 | < 0.1% | |
| -5628 | 1 | < 0.1% | |
| -5558 | 1 | < 0.1% | |
| -5438 | 1 | < 0.1% | |
| -5355 | 1 | < 0.1% | |
| -5343 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6743 | 1 | < 0.1% | |
| 6384 | 1 | < 0.1% | |
| 6364 | 1 | < 0.1% | |
| 6099 | 1 | < 0.1% | |
| 6085 | 1 | < 0.1% | |
| 5712 | 2 | < 0.1% | |
| 5641 | 1 | < 0.1% | |
| 5624 | 1 | < 0.1% | |
| 5408 | 1 | < 0.1% | |
| 5404 | 1 | < 0.1% |
A12
Real number (ℝ)
| Distinct count | 3756 |
|---|---|
| Unique (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.94824324324324 |
|---|---|
| Minimum | -7395.0 |
| Maximum | 6791.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7395 |
|---|---|
| 5-th percentile | -2428.05 |
| Q1 | -515 |
| median | 165 |
| Q3 | 1074 |
| 95-th percentile | 2534.15 |
| Maximum | 6791 |
| Range | 14186 |
| Interquartile range (IQR) | 1589 |
Descriptive statistics
| Standard deviation | 1503.544522 |
|---|---|
| Coefficient of variation (CV) | 7.408512131 |
| Kurtosis | 1.714405525 |
| Mean | 202.9482432 |
| Median Absolute Deviation (MAD) | 799 |
| Skewness | -0.2490493191 |
| Sum | 1501817 |
| Variance | 2260646.13 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -18 | 10 | 0.1% | |
| -4 | 10 | 0.1% | |
| -27 | 9 | 0.1% | |
| 108 | 9 | 0.1% | |
| -9 | 9 | 0.1% | |
| -76 | 9 | 0.1% | |
| 43 | 9 | 0.1% | |
| -17 | 9 | 0.1% | |
| -338 | 9 | 0.1% | |
| 48 | 9 | 0.1% | |
| 22 | 9 | 0.1% | |
| 143 | 8 | 0.1% | |
| 19 | 8 | 0.1% | |
| -504 | 8 | 0.1% | |
| -44 | 8 | 0.1% | |
| -5 | 8 | 0.1% | |
| 8 | 8 | 0.1% | |
| 92 | 8 | 0.1% | |
| 84 | 8 | 0.1% | |
| -46 | 8 | 0.1% | |
| -78 | 8 | 0.1% | |
| -82 | 8 | 0.1% | |
| -16 | 8 | 0.1% | |
| 316 | 8 | 0.1% | |
| -37 | 8 | 0.1% | |
| Other values (3731) | 7187 | 97.1% |
| Value | Count | Frequency (%) | |
| -7395 | 1 | < 0.1% | |
| -7114 | 1 | < 0.1% | |
| -6933 | 1 | < 0.1% | |
| -6511 | 1 | < 0.1% | |
| -6406 | 1 | < 0.1% | |
| -6259 | 1 | < 0.1% | |
| -6153 | 1 | < 0.1% | |
| -6127 | 1 | < 0.1% | |
| -6009 | 1 | < 0.1% | |
| -5889 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6791 | 1 | < 0.1% | |
| 6561 | 1 | < 0.1% | |
| 6525 | 1 | < 0.1% | |
| 6438 | 1 | < 0.1% | |
| 6352 | 1 | < 0.1% | |
| 6285 | 1 | < 0.1% | |
| 6282 | 1 | < 0.1% | |
| 6216 | 1 | < 0.1% | |
| 6133 | 1 | < 0.1% | |
| 6122 | 1 | < 0.1% |
A4
Real number (ℝ)
| Distinct count | 3757 |
|---|---|
| Unique (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.71635135135136 |
|---|---|
| Minimum | -6627.0 |
| Maximum | 7149.0 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -6627 |
|---|---|
| 5-th percentile | -2358.25 |
| Q1 | -512 |
| median | 152 |
| Q3 | 1097 |
| 95-th percentile | 2647.05 |
| Maximum | 7149 |
| Range | 13776 |
| Interquartile range (IQR) | 1609 |
Descriptive statistics
| Standard deviation | 1490.477489 |
|---|---|
| Coefficient of variation (CV) | 6.783643912 |
| Kurtosis | 1.386266347 |
| Mean | 219.7163514 |
| Median Absolute Deviation (MAD) | 814.5 |
| Skewness | -0.1566452611 |
| Sum | 1625901 |
| Variance | 2221523.146 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 14 | 13 | 0.2% | |
| 2 | 11 | 0.1% | |
| -18 | 11 | 0.1% | |
| -312 | 10 | 0.1% | |
| 4 | 10 | 0.1% | |
| -7 | 9 | 0.1% | |
| 7 | 9 | 0.1% | |
| -45 | 9 | 0.1% | |
| 862 | 8 | 0.1% | |
| -24 | 8 | 0.1% | |
| -12 | 8 | 0.1% | |
| 32 | 8 | 0.1% | |
| 178 | 8 | 0.1% | |
| 3 | 8 | 0.1% | |
| 246 | 8 | 0.1% | |
| 715 | 8 | 0.1% | |
| -38 | 8 | 0.1% | |
| -103 | 8 | 0.1% | |
| 67 | 8 | 0.1% | |
| -22 | 8 | 0.1% | |
| 42 | 8 | 0.1% | |
| 79 | 8 | 0.1% | |
| 8 | 8 | 0.1% | |
| -42 | 8 | 0.1% | |
| 77 | 8 | 0.1% | |
| Other values (3732) | 7182 | 97.1% |
| Value | Count | Frequency (%) | |
| -6627 | 1 | < 0.1% | |
| -6576 | 1 | < 0.1% | |
| -6554 | 1 | < 0.1% | |
| -6148 | 1 | < 0.1% | |
| -5642 | 1 | < 0.1% | |
| -5576 | 1 | < 0.1% | |
| -5329 | 1 | < 0.1% | |
| -5167 | 1 | < 0.1% | |
| -5101 | 1 | < 0.1% | |
| -5058 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7149 | 1 | < 0.1% | |
| 7106 | 1 | < 0.1% | |
| 7097 | 1 | < 0.1% | |
| 6469 | 1 | < 0.1% | |
| 6219 | 1 | < 0.1% | |
| 6161 | 1 | < 0.1% | |
| 6059 | 1 | < 0.1% | |
| 5614 | 1 | < 0.1% | |
| 5261 | 1 | < 0.1% | |
| 5183 | 1 | < 0.1% |
A19
Real number (ℝ)
| Distinct count | 3742 |
|---|---|
| Unique (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.1914864864865 |
|---|---|
| Minimum | -7554.0 |
| Maximum | 5726.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7554 |
|---|---|
| 5-th percentile | -2419.15 |
| Q1 | -525.25 |
| median | 155 |
| Q3 | 1075 |
| 95-th percentile | 2519.1 |
| Maximum | 5726 |
| Range | 13280 |
| Interquartile range (IQR) | 1600.25 |
Descriptive statistics
| Standard deviation | 1471.264266 |
|---|---|
| Coefficient of variation (CV) | 7.461094249 |
| Kurtosis | 1.315549127 |
| Mean | 197.1914865 |
| Median Absolute Deviation (MAD) | 818 |
| Skewness | -0.2745987805 |
| Sum | 1459217 |
| Variance | 2164618.539 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -8 | 15 | 0.2% | |
| -1 | 12 | 0.2% | |
| -7 | 10 | 0.1% | |
| 3 | 10 | 0.1% | |
| 26 | 9 | 0.1% | |
| 1 | 9 | 0.1% | |
| 91 | 9 | 0.1% | |
| 522 | 9 | 0.1% | |
| 4 | 9 | 0.1% | |
| -73 | 9 | 0.1% | |
| 9 | 9 | 0.1% | |
| -19 | 9 | 0.1% | |
| 2 | 9 | 0.1% | |
| 56 | 9 | 0.1% | |
| 1118 | 8 | 0.1% | |
| -117 | 8 | 0.1% | |
| -18 | 8 | 0.1% | |
| 14 | 8 | 0.1% | |
| 35 | 8 | 0.1% | |
| 252 | 8 | 0.1% | |
| 48 | 8 | 0.1% | |
| 96 | 8 | 0.1% | |
| 71 | 8 | 0.1% | |
| -144 | 8 | 0.1% | |
| -121 | 8 | 0.1% | |
| Other values (3717) | 7175 | 97.0% |
| Value | Count | Frequency (%) | |
| -7554 | 1 | < 0.1% | |
| -6674 | 1 | < 0.1% | |
| -6408 | 1 | < 0.1% | |
| -5906 | 1 | < 0.1% | |
| -5786 | 1 | < 0.1% | |
| -5772 | 1 | < 0.1% | |
| -5684 | 1 | < 0.1% | |
| -5663 | 1 | < 0.1% | |
| -5519 | 2 | < 0.1% | |
| -5342 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5726 | 1 | < 0.1% | |
| 5544 | 1 | < 0.1% | |
| 5444 | 1 | < 0.1% | |
| 5323 | 1 | < 0.1% | |
| 5253 | 1 | < 0.1% | |
| 5148 | 1 | < 0.1% | |
| 5135 | 1 | < 0.1% | |
| 5126 | 1 | < 0.1% | |
| 5105 | 1 | < 0.1% | |
| 5097 | 1 | < 0.1% |
A17
Real number (ℝ)
| Distinct count | 3725 |
|---|---|
| Unique (%) | 50.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 219.51567567567568 |
|---|---|
| Minimum | -7163.0 |
| Maximum | 7175.0 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7163 |
|---|---|
| 5-th percentile | -2347.05 |
| Q1 | -513.5 |
| median | 152 |
| Q3 | 1051.25 |
| 95-th percentile | 2695.15 |
| Maximum | 7175 |
| Range | 14338 |
| Interquartile range (IQR) | 1564.75 |
Descriptive statistics
| Standard deviation | 1491.620966 |
|---|---|
| Coefficient of variation (CV) | 6.795054436 |
| Kurtosis | 1.496779502 |
| Mean | 219.5156757 |
| Median Absolute Deviation (MAD) | 794 |
| Skewness | -0.1218252412 |
| Sum | 1624416 |
| Variance | 2224933.105 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 11 | 13 | 0.2% | |
| 6 | 12 | 0.2% | |
| -68 | 11 | 0.1% | |
| 3 | 11 | 0.1% | |
| -6 | 11 | 0.1% | |
| 9 | 11 | 0.1% | |
| 2 | 10 | 0.1% | |
| 121 | 9 | 0.1% | |
| 71 | 9 | 0.1% | |
| -31 | 9 | 0.1% | |
| 17 | 9 | 0.1% | |
| -5 | 8 | 0.1% | |
| 42 | 8 | 0.1% | |
| 7 | 8 | 0.1% | |
| -102 | 8 | 0.1% | |
| 22 | 8 | 0.1% | |
| 8 | 8 | 0.1% | |
| -4 | 8 | 0.1% | |
| -3 | 8 | 0.1% | |
| -1 | 8 | 0.1% | |
| 1 | 8 | 0.1% | |
| -192 | 8 | 0.1% | |
| -56 | 8 | 0.1% | |
| 174 | 8 | 0.1% | |
| 1219 | 8 | 0.1% | |
| Other values (3700) | 7173 | 96.9% |
| Value | Count | Frequency (%) | |
| -7163 | 1 | < 0.1% | |
| -7106 | 1 | < 0.1% | |
| -6187 | 1 | < 0.1% | |
| -5701 | 1 | < 0.1% | |
| -5531 | 1 | < 0.1% | |
| -5437 | 1 | < 0.1% | |
| -5407 | 1 | < 0.1% | |
| -5365 | 1 | < 0.1% | |
| -5288 | 1 | < 0.1% | |
| -5268 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7175 | 1 | < 0.1% | |
| 6812 | 1 | < 0.1% | |
| 6482 | 1 | < 0.1% | |
| 6424 | 1 | < 0.1% | |
| 6373 | 1 | < 0.1% | |
| 5893 | 1 | < 0.1% | |
| 5792 | 1 | < 0.1% | |
| 5567 | 1 | < 0.1% | |
| 5504 | 1 | < 0.1% | |
| 5477 | 1 | < 0.1% |
A14
Real number (ℝ)
| Distinct count | 3746 |
|---|---|
| Unique (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183.04297297297296 |
|---|---|
| Minimum | -7472.0 |
| Maximum | 7261.0 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7472 |
|---|---|
| 5-th percentile | -2381.1 |
| Q1 | -518.25 |
| median | 149 |
| Q3 | 1054 |
| 95-th percentile | 2516.05 |
| Maximum | 7261 |
| Range | 14733 |
| Interquartile range (IQR) | 1572.25 |
Descriptive statistics
| Standard deviation | 1485.644927 |
|---|---|
| Coefficient of variation (CV) | 8.116372361 |
| Kurtosis | 1.585268289 |
| Mean | 183.042973 |
| Median Absolute Deviation (MAD) | 799.5 |
| Skewness | -0.3115874556 |
| Sum | 1354518 |
| Variance | 2207140.848 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 13 | 0.2% | |
| 48 | 11 | 0.1% | |
| -2 | 11 | 0.1% | |
| -1 | 10 | 0.1% | |
| 175 | 10 | 0.1% | |
| -32 | 10 | 0.1% | |
| 49 | 10 | 0.1% | |
| -8 | 10 | 0.1% | |
| 68 | 10 | 0.1% | |
| 39 | 10 | 0.1% | |
| 103 | 9 | 0.1% | |
| 108 | 9 | 0.1% | |
| 21 | 9 | 0.1% | |
| 26 | 8 | 0.1% | |
| 708 | 8 | 0.1% | |
| 38 | 8 | 0.1% | |
| 12 | 8 | 0.1% | |
| -3 | 8 | 0.1% | |
| 34 | 8 | 0.1% | |
| 608 | 8 | 0.1% | |
| 646 | 8 | 0.1% | |
| 136 | 8 | 0.1% | |
| -28 | 8 | 0.1% | |
| -86 | 8 | 0.1% | |
| -419 | 8 | 0.1% | |
| Other values (3721) | 7172 | 96.9% |
| Value | Count | Frequency (%) | |
| -7472 | 1 | < 0.1% | |
| -6703 | 1 | < 0.1% | |
| -6334 | 1 | < 0.1% | |
| -6328 | 1 | < 0.1% | |
| -6292 | 1 | < 0.1% | |
| -6103 | 1 | < 0.1% | |
| -6069 | 1 | < 0.1% | |
| -6005 | 1 | < 0.1% | |
| -5922 | 1 | < 0.1% | |
| -5866 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7261 | 1 | < 0.1% | |
| 6493 | 1 | < 0.1% | |
| 6031 | 1 | < 0.1% | |
| 6025 | 1 | < 0.1% | |
| 5795 | 1 | < 0.1% | |
| 5748 | 1 | < 0.1% | |
| 5732 | 1 | < 0.1% | |
| 5659 | 1 | < 0.1% | |
| 5626 | 1 | < 0.1% | |
| 5523 | 1 | < 0.1% |
A3
Real number (ℝ)
| Distinct count | 3807 |
|---|---|
| Unique (%) | 51.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.41472972972974 |
|---|---|
| Minimum | -7734.0 |
| Maximum | 7611.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7734 |
|---|---|
| 5-th percentile | -2565 |
| Q1 | -581.25 |
| median | 152 |
| Q3 | 1058.25 |
| 95-th percentile | 2632 |
| Maximum | 7611 |
| Range | 15345 |
| Interquartile range (IQR) | 1639.5 |
Descriptive statistics
| Standard deviation | 1542.925029 |
|---|---|
| Coefficient of variation (CV) | 8.321480344 |
| Kurtosis | 1.41602459 |
| Mean | 185.4147297 |
| Median Absolute Deviation (MAD) | 837 |
| Skewness | -0.2370354866 |
| Sum | 1372069 |
| Variance | 2380617.645 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -63 | 13 | 0.2% | |
| 38 | 13 | 0.2% | |
| 4 | 12 | 0.2% | |
| 2 | 12 | 0.2% | |
| 8 | 10 | 0.1% | |
| 108 | 9 | 0.1% | |
| 22 | 9 | 0.1% | |
| 11 | 9 | 0.1% | |
| 1052 | 9 | 0.1% | |
| 186 | 9 | 0.1% | |
| 74 | 9 | 0.1% | |
| 7 | 9 | 0.1% | |
| -5 | 9 | 0.1% | |
| -2 | 9 | 0.1% | |
| 1076 | 8 | 0.1% | |
| 1 | 8 | 0.1% | |
| 34 | 8 | 0.1% | |
| 145 | 8 | 0.1% | |
| -6 | 8 | 0.1% | |
| -106 | 8 | 0.1% | |
| 68 | 8 | 0.1% | |
| 132 | 8 | 0.1% | |
| -13 | 8 | 0.1% | |
| -29 | 8 | 0.1% | |
| -17 | 8 | 0.1% | |
| Other values (3782) | 7171 | 96.9% |
| Value | Count | Frequency (%) | |
| -7734 | 1 | < 0.1% | |
| -6885 | 1 | < 0.1% | |
| -6186 | 1 | < 0.1% | |
| -6127 | 1 | < 0.1% | |
| -6077 | 1 | < 0.1% | |
| -5812 | 1 | < 0.1% | |
| -5709 | 1 | < 0.1% | |
| -5642 | 1 | < 0.1% | |
| -5593 | 1 | < 0.1% | |
| -5574 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7611 | 1 | < 0.1% | |
| 6924 | 1 | < 0.1% | |
| 6758 | 1 | < 0.1% | |
| 6155 | 1 | < 0.1% | |
| 6101 | 1 | < 0.1% | |
| 5749 | 1 | < 0.1% | |
| 5662 | 1 | < 0.1% | |
| 5654 | 1 | < 0.1% | |
| 5564 | 1 | < 0.1% | |
| 5452 | 1 | < 0.1% |
A10
Real number (ℝ)
| Distinct count | 3755 |
|---|---|
| Unique (%) | 50.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 223.8322972972973 |
|---|---|
| Minimum | -7232.0 |
| Maximum | 6757.0 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7232 |
|---|---|
| 5-th percentile | -2362.15 |
| Q1 | -477.25 |
| median | 172 |
| Q3 | 1081 |
| 95-th percentile | 2612.1 |
| Maximum | 6757 |
| Range | 13989 |
| Interquartile range (IQR) | 1558.25 |
Descriptive statistics
| Standard deviation | 1483.537928 |
|---|---|
| Coefficient of variation (CV) | 6.627899308 |
| Kurtosis | 1.447315046 |
| Mean | 223.8322973 |
| Median Absolute Deviation (MAD) | 787 |
| Skewness | -0.2569883623 |
| Sum | 1656359 |
| Variance | 2200884.785 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1 | 12 | 0.2% | |
| 1 | 11 | 0.1% | |
| 2 | 10 | 0.1% | |
| 74 | 9 | 0.1% | |
| 166 | 9 | 0.1% | |
| -5 | 9 | 0.1% | |
| 102 | 9 | 0.1% | |
| 126 | 9 | 0.1% | |
| 84 | 9 | 0.1% | |
| -2 | 9 | 0.1% | |
| 18 | 8 | 0.1% | |
| -29 | 8 | 0.1% | |
| -136 | 8 | 0.1% | |
| 35 | 8 | 0.1% | |
| 82 | 8 | 0.1% | |
| 47 | 8 | 0.1% | |
| 25 | 8 | 0.1% | |
| 8 | 8 | 0.1% | |
| 9 | 8 | 0.1% | |
| 57 | 8 | 0.1% | |
| 11 | 8 | 0.1% | |
| 843 | 8 | 0.1% | |
| 5 | 8 | 0.1% | |
| 6 | 8 | 0.1% | |
| 45 | 8 | 0.1% | |
| Other values (3730) | 7184 | 97.1% |
| Value | Count | Frequency (%) | |
| -7232 | 1 | < 0.1% | |
| -6267 | 1 | < 0.1% | |
| -6213 | 1 | < 0.1% | |
| -5982 | 1 | < 0.1% | |
| -5917 | 1 | < 0.1% | |
| -5906 | 1 | < 0.1% | |
| -5881 | 1 | < 0.1% | |
| -5806 | 1 | < 0.1% | |
| -5418 | 1 | < 0.1% | |
| -5343 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6757 | 1 | < 0.1% | |
| 6455 | 1 | < 0.1% | |
| 6292 | 1 | < 0.1% | |
| 5886 | 1 | < 0.1% | |
| 5785 | 1 | < 0.1% | |
| 5561 | 1 | < 0.1% | |
| 5541 | 1 | < 0.1% | |
| 5351 | 1 | < 0.1% | |
| 5179 | 1 | < 0.1% | |
| 5165 | 1 | < 0.1% |
A20
Real number (ℝ)
| Distinct count | 3685 |
|---|---|
| Unique (%) | 49.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.89581081081081 |
|---|---|
| Minimum | -6722.0 |
| Maximum | 7627.0 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -6722 |
|---|---|
| 5-th percentile | -2389.3 |
| Q1 | -505.25 |
| median | 163 |
| Q3 | 1048 |
| 95-th percentile | 2559 |
| Maximum | 7627 |
| Range | 14349 |
| Interquartile range (IQR) | 1553.25 |
Descriptive statistics
| Standard deviation | 1483.879349 |
|---|---|
| Coefficient of variation (CV) | 7.423263865 |
| Kurtosis | 1.692845725 |
| Mean | 199.8958108 |
| Median Absolute Deviation (MAD) | 788 |
| Skewness | -0.208727203 |
| Sum | 1479229 |
| Variance | 2201897.923 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 16 | 12 | 0.2% | |
| 19 | 11 | 0.1% | |
| 2 | 11 | 0.1% | |
| -1 | 10 | 0.1% | |
| 32 | 10 | 0.1% | |
| 248 | 9 | 0.1% | |
| 1 | 9 | 0.1% | |
| -49 | 9 | 0.1% | |
| 72 | 9 | 0.1% | |
| 243 | 9 | 0.1% | |
| 5 | 9 | 0.1% | |
| -44 | 9 | 0.1% | |
| 67 | 9 | 0.1% | |
| -175 | 8 | 0.1% | |
| 3 | 8 | 0.1% | |
| 33 | 8 | 0.1% | |
| 272 | 8 | 0.1% | |
| 51 | 8 | 0.1% | |
| -4 | 8 | 0.1% | |
| 708 | 8 | 0.1% | |
| -13 | 8 | 0.1% | |
| -104 | 8 | 0.1% | |
| -85 | 8 | 0.1% | |
| -74 | 8 | 0.1% | |
| 118 | 8 | 0.1% | |
| Other values (3660) | 7178 | 97.0% |
| Value | Count | Frequency (%) | |
| -6722 | 1 | < 0.1% | |
| -6418 | 1 | < 0.1% | |
| -6203 | 1 | < 0.1% | |
| -6173 | 1 | < 0.1% | |
| -6119 | 1 | < 0.1% | |
| -5948 | 1 | < 0.1% | |
| -5758 | 1 | < 0.1% | |
| -5634 | 1 | < 0.1% | |
| -5585 | 1 | < 0.1% | |
| -5579 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7627 | 1 | < 0.1% | |
| 6775 | 1 | < 0.1% | |
| 6594 | 1 | < 0.1% | |
| 6387 | 1 | < 0.1% | |
| 5993 | 1 | < 0.1% | |
| 5969 | 1 | < 0.1% | |
| 5948 | 1 | < 0.1% | |
| 5933 | 1 | < 0.1% | |
| 5874 | 1 | < 0.1% | |
| 5792 | 1 | < 0.1% |
A5
Real number (ℝ)
| Distinct count | 3760 |
|---|---|
| Unique (%) | 50.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.13513513513513 |
|---|---|
| Minimum | -7184.0 |
| Maximum | 6383.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7184 |
|---|---|
| 5-th percentile | -2359.1 |
| Q1 | -548 |
| median | 148.5 |
| Q3 | 1069 |
| 95-th percentile | 2579.2 |
| Maximum | 6383 |
| Range | 13567 |
| Interquartile range (IQR) | 1617 |
Descriptive statistics
| Standard deviation | 1489.865247 |
|---|---|
| Coefficient of variation (CV) | 7.835822905 |
| Kurtosis | 1.427251952 |
| Mean | 190.1351351 |
| Median Absolute Deviation (MAD) | 819.5 |
| Skewness | -0.252027973 |
| Sum | 1407000 |
| Variance | 2219698.454 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 13 | 0.2% | |
| 14 | 12 | 0.2% | |
| 15 | 11 | 0.1% | |
| 209 | 10 | 0.1% | |
| -45 | 9 | 0.1% | |
| -17 | 9 | 0.1% | |
| 24 | 9 | 0.1% | |
| 218 | 9 | 0.1% | |
| -24 | 9 | 0.1% | |
| 145 | 9 | 0.1% | |
| -111 | 9 | 0.1% | |
| 16 | 8 | 0.1% | |
| -7 | 8 | 0.1% | |
| -14 | 8 | 0.1% | |
| 278 | 8 | 0.1% | |
| 2 | 8 | 0.1% | |
| -5 | 8 | 0.1% | |
| 242 | 8 | 0.1% | |
| -94 | 8 | 0.1% | |
| -38 | 8 | 0.1% | |
| 42 | 8 | 0.1% | |
| 346 | 8 | 0.1% | |
| -19 | 8 | 0.1% | |
| 83 | 8 | 0.1% | |
| 576 | 8 | 0.1% | |
| Other values (3735) | 7179 | 97.0% |
| Value | Count | Frequency (%) | |
| -7184 | 1 | < 0.1% | |
| -6523 | 1 | < 0.1% | |
| -6134 | 1 | < 0.1% | |
| -6011 | 1 | < 0.1% | |
| -5813 | 1 | < 0.1% | |
| -5702 | 1 | < 0.1% | |
| -5687 | 1 | < 0.1% | |
| -5686 | 1 | < 0.1% | |
| -5661 | 1 | < 0.1% | |
| -5592 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6383 | 1 | < 0.1% | |
| 6333 | 1 | < 0.1% | |
| 6201 | 1 | < 0.1% | |
| 6184 | 1 | < 0.1% | |
| 6091 | 1 | < 0.1% | |
| 6074 | 1 | < 0.1% | |
| 6032 | 1 | < 0.1% | |
| 5993 | 1 | < 0.1% | |
| 5976 | 1 | < 0.1% | |
| 5755 | 1 | < 0.1% |
A13
Real number (ℝ)
| Distinct count | 3751 |
|---|---|
| Unique (%) | 50.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194.59554054054055 |
|---|---|
| Minimum | -7096.0 |
| Maximum | 6403.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7096 |
|---|---|
| 5-th percentile | -2463 |
| Q1 | -518.75 |
| median | 156 |
| Q3 | 1065.25 |
| 95-th percentile | 2592 |
| Maximum | 6403 |
| Range | 13499 |
| Interquartile range (IQR) | 1584 |
Descriptive statistics
| Standard deviation | 1512.382122 |
|---|---|
| Coefficient of variation (CV) | 7.771925903 |
| Kurtosis | 1.529880482 |
| Mean | 194.5955405 |
| Median Absolute Deviation (MAD) | 795 |
| Skewness | -0.2600173341 |
| Sum | 1440007 |
| Variance | 2287299.683 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 12 | 0.2% | |
| 138 | 11 | 0.1% | |
| 78 | 11 | 0.1% | |
| 129 | 10 | 0.1% | |
| -33 | 10 | 0.1% | |
| 98 | 9 | 0.1% | |
| 58 | 9 | 0.1% | |
| -42 | 9 | 0.1% | |
| -69 | 9 | 0.1% | |
| 117 | 9 | 0.1% | |
| 33 | 9 | 0.1% | |
| 19 | 9 | 0.1% | |
| 882 | 8 | 0.1% | |
| 101 | 8 | 0.1% | |
| 402 | 8 | 0.1% | |
| -2 | 8 | 0.1% | |
| 631 | 8 | 0.1% | |
| 28 | 8 | 0.1% | |
| 174 | 8 | 0.1% | |
| -8 | 8 | 0.1% | |
| -89 | 8 | 0.1% | |
| 6 | 8 | 0.1% | |
| 17 | 8 | 0.1% | |
| -31 | 8 | 0.1% | |
| 116 | 8 | 0.1% | |
| Other values (3726) | 7179 | 97.0% |
| Value | Count | Frequency (%) | |
| -7096 | 1 | < 0.1% | |
| -6873 | 1 | < 0.1% | |
| -6831 | 1 | < 0.1% | |
| -6753 | 1 | < 0.1% | |
| -6615 | 1 | < 0.1% | |
| -6227 | 1 | < 0.1% | |
| -5813 | 1 | < 0.1% | |
| -5642 | 1 | < 0.1% | |
| -5532 | 1 | < 0.1% | |
| -5526 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6403 | 1 | < 0.1% | |
| 6397 | 1 | < 0.1% | |
| 6147 | 1 | < 0.1% | |
| 5992 | 1 | < 0.1% | |
| 5924 | 1 | < 0.1% | |
| 5545 | 1 | < 0.1% | |
| 5508 | 1 | < 0.1% | |
| 5464 | 1 | < 0.1% | |
| 5441 | 1 | < 0.1% | |
| 5408 | 1 | < 0.1% |
A8
Real number (ℝ)
| Distinct count | 3695 |
|---|---|
| Unique (%) | 49.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 222.1135135135135 |
|---|---|
| Minimum | -6882.0 |
| Maximum | 6357.0 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -6882 |
|---|---|
| 5-th percentile | -2325.05 |
| Q1 | -466 |
| median | 168.5 |
| Q3 | 1082 |
| 95-th percentile | 2649.15 |
| Maximum | 6357 |
| Range | 13239 |
| Interquartile range (IQR) | 1548 |
Descriptive statistics
| Standard deviation | 1481.069081 |
|---|---|
| Coefficient of variation (CV) | 6.668072814 |
| Kurtosis | 1.592698309 |
| Mean | 222.1135135 |
| Median Absolute Deviation (MAD) | 786.5 |
| Skewness | -0.2728131237 |
| Sum | 1643640 |
| Variance | 2193565.623 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 114 | 12 | 0.2% | |
| 2 | 11 | 0.1% | |
| 1 | 11 | 0.1% | |
| 15 | 11 | 0.1% | |
| -16 | 10 | 0.1% | |
| 16 | 10 | 0.1% | |
| -52 | 10 | 0.1% | |
| -2 | 10 | 0.1% | |
| 48 | 9 | 0.1% | |
| 27 | 9 | 0.1% | |
| 18 | 9 | 0.1% | |
| -5 | 9 | 0.1% | |
| -13 | 9 | 0.1% | |
| 115 | 9 | 0.1% | |
| 87 | 9 | 0.1% | |
| 66 | 9 | 0.1% | |
| -74 | 9 | 0.1% | |
| 12 | 8 | 0.1% | |
| 6 | 8 | 0.1% | |
| -61 | 8 | 0.1% | |
| -34 | 8 | 0.1% | |
| -8 | 8 | 0.1% | |
| 112 | 8 | 0.1% | |
| 31 | 8 | 0.1% | |
| 228 | 8 | 0.1% | |
| Other values (3670) | 7170 | 96.9% |
| Value | Count | Frequency (%) | |
| -6882 | 1 | < 0.1% | |
| -6469 | 1 | < 0.1% | |
| -6319 | 1 | < 0.1% | |
| -6221 | 1 | < 0.1% | |
| -6211 | 1 | < 0.1% | |
| -6164 | 1 | < 0.1% | |
| -6061 | 1 | < 0.1% | |
| -6007 | 1 | < 0.1% | |
| -5954 | 1 | < 0.1% | |
| -5907 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6357 | 1 | < 0.1% | |
| 6303 | 1 | < 0.1% | |
| 5988 | 1 | < 0.1% | |
| 5778 | 1 | < 0.1% | |
| 5686 | 1 | < 0.1% | |
| 5668 | 1 | < 0.1% | |
| 5662 | 1 | < 0.1% | |
| 5572 | 1 | < 0.1% | |
| 5493 | 1 | < 0.1% | |
| 5486 | 1 | < 0.1% |
A11
Real number (ℝ)
| Distinct count | 3786 |
|---|---|
| Unique (%) | 51.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215.6977027027027 |
|---|---|
| Minimum | -7803.0 |
| Maximum | 7208.0 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7803 |
|---|---|
| 5-th percentile | -2442.05 |
| Q1 | -534 |
| median | 172 |
| Q3 | 1116 |
| 95-th percentile | 2565.05 |
| Maximum | 7208 |
| Range | 15011 |
| Interquartile range (IQR) | 1650 |
Descriptive statistics
| Standard deviation | 1516.860513 |
|---|---|
| Coefficient of variation (CV) | 7.032344315 |
| Kurtosis | 1.610942224 |
| Mean | 215.6977027 |
| Median Absolute Deviation (MAD) | 837.5 |
| Skewness | -0.2564989747 |
| Sum | 1596163 |
| Variance | 2300865.817 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 112 | 12 | 0.2% | |
| 2 | 11 | 0.1% | |
| 5 | 10 | 0.1% | |
| 6 | 10 | 0.1% | |
| -252 | 9 | 0.1% | |
| 17 | 9 | 0.1% | |
| -3 | 9 | 0.1% | |
| 33 | 9 | 0.1% | |
| -83 | 9 | 0.1% | |
| 56 | 9 | 0.1% | |
| 9 | 9 | 0.1% | |
| 13 | 9 | 0.1% | |
| -638 | 8 | 0.1% | |
| -25 | 8 | 0.1% | |
| 171 | 8 | 0.1% | |
| 42 | 8 | 0.1% | |
| 1 | 8 | 0.1% | |
| -64 | 8 | 0.1% | |
| -36 | 8 | 0.1% | |
| 104 | 8 | 0.1% | |
| 51 | 8 | 0.1% | |
| 26 | 8 | 0.1% | |
| 8 | 8 | 0.1% | |
| 116 | 8 | 0.1% | |
| 74 | 7 | 0.1% | |
| Other values (3761) | 7182 | 97.1% |
| Value | Count | Frequency (%) | |
| -7803 | 1 | < 0.1% | |
| -7621 | 1 | < 0.1% | |
| -6912 | 1 | < 0.1% | |
| -6495 | 1 | < 0.1% | |
| -6292 | 1 | < 0.1% | |
| -6274 | 1 | < 0.1% | |
| -6046 | 1 | < 0.1% | |
| -6024 | 1 | < 0.1% | |
| -5877 | 1 | < 0.1% | |
| -5838 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7208 | 1 | < 0.1% | |
| 6638 | 1 | < 0.1% | |
| 6557 | 1 | < 0.1% | |
| 5997 | 1 | < 0.1% | |
| 5652 | 1 | < 0.1% | |
| 5641 | 1 | < 0.1% | |
| 5598 | 1 | < 0.1% | |
| 5577 | 1 | < 0.1% | |
| 5575 | 1 | < 0.1% | |
| 5572 | 1 | < 0.1% |
A15
Real number (ℝ)
| Distinct count | 3745 |
|---|---|
| Unique (%) | 50.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221.18540540540542 |
|---|---|
| Minimum | -7342.0 |
| Maximum | 7372.0 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 57.9 KiB |
Quantile statistics
| Minimum | -7342 |
|---|---|
| 5-th percentile | -2366.25 |
| Q1 | -508.25 |
| median | 173 |
| Q3 | 1107.25 |
| 95-th percentile | 2635.05 |
| Maximum | 7372 |
| Range | 14714 |
| Interquartile range (IQR) | 1615.5 |
Descriptive statistics
| Standard deviation | 1505.873138 |
|---|---|
| Coefficient of variation (CV) | 6.808193944 |
| Kurtosis | 1.631955961 |
| Mean | 221.1854054 |
| Median Absolute Deviation (MAD) | 823 |
| Skewness | -0.2103522728 |
| Sum | 1636772 |
| Variance | 2267653.907 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 16 | 0.2% | |
| 9 | 12 | 0.2% | |
| 3 | 11 | 0.1% | |
| 88 | 10 | 0.1% | |
| -98 | 10 | 0.1% | |
| 7 | 10 | 0.1% | |
| 105 | 10 | 0.1% | |
| 46 | 9 | 0.1% | |
| 28 | 9 | 0.1% | |
| 2 | 8 | 0.1% | |
| 92 | 8 | 0.1% | |
| -2 | 8 | 0.1% | |
| 84 | 8 | 0.1% | |
| 308 | 8 | 0.1% | |
| -1 | 8 | 0.1% | |
| 17 | 8 | 0.1% | |
| 124 | 8 | 0.1% | |
| 115 | 8 | 0.1% | |
| 57 | 8 | 0.1% | |
| -33 | 8 | 0.1% | |
| 16 | 8 | 0.1% | |
| 76 | 7 | 0.1% | |
| 67 | 7 | 0.1% | |
| 113 | 7 | 0.1% | |
| 163 | 7 | 0.1% | |
| Other values (3720) | 7179 | 97.0% |
| Value | Count | Frequency (%) | |
| -7342 | 1 | < 0.1% | |
| -6316 | 1 | < 0.1% | |
| -6237 | 1 | < 0.1% | |
| -6093 | 1 | < 0.1% | |
| -5982 | 1 | < 0.1% | |
| -5901 | 1 | < 0.1% | |
| -5722 | 1 | < 0.1% | |
| -5717 | 1 | < 0.1% | |
| -5683 | 1 | < 0.1% | |
| -5642 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7372 | 1 | < 0.1% | |
| 6672 | 1 | < 0.1% | |
| 6348 | 1 | < 0.1% | |
| 6158 | 1 | < 0.1% | |
| 6033 | 1 | < 0.1% | |
| 5982 | 1 | < 0.1% | |
| 5972 | 1 | < 0.1% | |
| 5842 | 1 | < 0.1% | |
| 5817 | 1 | < 0.1% | |
| 5726 | 1 | < 0.1% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.9 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 3736 | 50.5% | |
| 0 | 3664 | 49.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| A1 | A18 | A16 | A2 | A9 | A6 | A12 | A4 | A19 | A17 | A14 | A3 | A10 | A20 | A5 | A13 | A8 | A11 | A15 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 849.0 | 1664.0 | -166.0 | 2177.0 | 1578.0 | -3406.0 | 1633.0 | 1689.0 | 309.0 | 578.0 | 1081.0 | 598.0 | -181.0 | -3028.0 | 3114.0 | 4664.0 | -2642.0 | -212.0 | -1172.0 | 0 |
| 1 | 947.0 | -1422.0 | 1008.0 | 543.0 | 1604.0 | 1316.0 | -382.0 | -449.0 | -606.0 | 2687.0 | 608.0 | 782.0 | 1686.0 | 2374.0 | -8.0 | 1259.0 | -61.0 | 264.0 | -2292.0 | 1 |
| 2 | 759.0 | 79.0 | 1431.0 | -314.0 | -489.0 | 1117.0 | 112.0 | -1743.0 | 1123.0 | -336.0 | 474.0 | 898.0 | -144.0 | 302.0 | 2003.0 | 598.0 | 136.0 | 982.0 | 2026.0 | 1 |
| 3 | 531.0 | -476.0 | 1216.0 | 1374.0 | 1083.0 | -4.0 | 1063.0 | 1226.0 | 6.0 | 916.0 | 587.0 | 517.0 | 888.0 | -477.0 | 1122.0 | 2454.0 | 2277.0 | -111.0 | -744.0 | 1 |
| 4 | -1443.0 | -944.0 | 4097.0 | 1065.0 | 971.0 | -786.0 | 4195.0 | 207.0 | -602.0 | 1356.0 | -2694.0 | 2071.0 | -341.0 | 2348.0 | -865.0 | -117.0 | -366.0 | 221.0 | 14.0 | 0 |
| 5 | -258.0 | -1042.0 | -1953.0 | -4696.0 | -62.0 | -557.0 | 1299.0 | 6469.0 | 1835.0 | -1007.0 | 61.0 | -519.0 | 1813.0 | -1196.0 | -1878.0 | -1926.0 | 5572.0 | 499.0 | -2941.0 | 0 |
| 6 | -636.0 | 1566.0 | 114.0 | -222.0 | 1887.0 | -559.0 | 1538.0 | 688.0 | -517.0 | 314.0 | -993.0 | -3034.0 | 4408.0 | -938.0 | 1388.0 | 222.0 | 1163.0 | -3277.0 | 412.0 | 0 |
| 7 | 1144.0 | 1629.0 | 109.0 | 346.0 | 1299.0 | 1337.0 | -32.0 | 112.0 | -81.0 | -242.0 | -434.0 | 77.0 | -6.0 | -572.0 | 146.0 | 398.0 | 23.0 | -801.0 | 1956.0 | 1 |
| 8 | 1839.0 | 51.0 | 76.0 | 3036.0 | 2188.0 | -503.0 | 1662.0 | 394.0 | 41.0 | 638.0 | 951.0 | -11.0 | 693.0 | 837.0 | 188.0 | 619.0 | -682.0 | 1115.0 | 1568.0 | 1 |
| 9 | -656.0 | -2894.0 | 1452.0 | -1706.0 | 1193.0 | 1934.0 | 1305.0 | -293.0 | -151.0 | -1402.0 | 179.0 | 4477.0 | -277.0 | 126.0 | -432.0 | -2008.0 | 672.0 | 2025.0 | -1327.0 | 0 |
Last rows
| A1 | A18 | A16 | A2 | A9 | A6 | A12 | A4 | A19 | A17 | A14 | A3 | A10 | A20 | A5 | A13 | A8 | A11 | A15 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7390 | 1068.0 | 1668.0 | 1477.0 | -804.0 | 15.0 | 318.0 | 911.0 | -286.0 | 764.0 | 1467.0 | 103.0 | 11.0 | 817.0 | -237.0 | -74.0 | 999.0 | 1043.0 | 104.0 | 684.0 | 1 |
| 7391 | 53.0 | 1361.0 | 1364.0 | -736.0 | 34.0 | 29.0 | -1121.0 | 69.0 | 228.0 | 1983.0 | 1184.0 | -206.0 | 2246.0 | 1124.0 | 645.0 | 235.0 | 926.0 | 135.0 | 671.0 | 1 |
| 7392 | 1122.0 | 79.0 | 252.0 | -1387.0 | 456.0 | 662.0 | 2218.0 | 457.0 | -292.0 | 129.0 | -9.0 | 219.0 | 1358.0 | 1321.0 | -145.0 | -1443.0 | -147.0 | 1394.0 | 2172.0 | 1 |
| 7393 | 82.0 | -2158.0 | 1618.0 | 64.0 | -1903.0 | -451.0 | -3059.0 | -2534.0 | 298.0 | -1065.0 | -154.0 | -733.0 | 11.0 | -14.0 | -1901.0 | -1244.0 | -1654.0 | 404.0 | -1679.0 | 0 |
| 7394 | -2444.0 | 2006.0 | 99.0 | 1113.0 | 124.0 | -4262.0 | -4302.0 | 37.0 | 1927.0 | 17.0 | -1744.0 | -2728.0 | 2168.0 | 578.0 | 1655.0 | 963.0 | 1265.0 | -43.0 | 1791.0 | 0 |
| 7395 | 607.0 | -509.0 | -413.0 | 1539.0 | 653.0 | -1.0 | 783.0 | 1378.0 | 1423.0 | 136.0 | 1264.0 | 139.0 | -631.0 | 1142.0 | -2178.0 | 1106.0 | 2064.0 | 257.0 | 57.0 | 1 |
| 7396 | -122.0 | 1505.0 | -5735.0 | -1654.0 | 1998.0 | -463.0 | -1856.0 | 278.0 | -1098.0 | 173.0 | 4604.0 | -395.0 | 2278.0 | -5196.0 | -193.0 | 136.0 | 37.0 | -653.0 | -1117.0 | 0 |
| 7397 | -1854.0 | 2871.0 | 1051.0 | 1225.0 | 2946.0 | -3922.0 | 2214.0 | -351.0 | -3462.0 | -2244.0 | -1152.0 | -2469.0 | 1463.0 | 1619.0 | 1193.0 | -1199.0 | 3565.0 | -1851.0 | -1815.0 | 0 |
| 7398 | 2604.0 | 606.0 | 157.0 | -1541.0 | -27.0 | -1004.0 | 45.0 | -742.0 | 573.0 | 602.0 | -635.0 | 1298.0 | 33.0 | -751.0 | -238.0 | 241.0 | 1056.0 | -281.0 | 1274.0 | 1 |
| 7399 | -239.0 | -2969.0 | -277.0 | 472.0 | -922.0 | 594.0 | 1477.0 | -1672.0 | -132.0 | -3445.0 | 777.0 | 2795.0 | -1783.0 | 3362.0 | -802.0 | 3247.0 | 336.0 | 736.0 | 1298.0 | 0 |